bayesvalidrox.surrogate_modelsΒΆ

Modules

adaptPlot

Created on Thu Aug 13 13:46:24 2020

apoly_construction

bayes_linear

engine

Engine to train the surrogate

eval_rec_rule

Based on the implementation in UQLab [1].

exp_designs

Experimental design with associated sampling methods

exploration

Exploration for sequential training of metamodels

glexindex

Multi indices for monomial exponents.

input_space

Input space built from set prior distributions

inputs

Inputs and related marginal distributions

orthogonal_matching_pursuit

Created on Fri Jul 15 14:08:59 2022

reg_fast_ard

Created on Tue Mar 24 19:41:45 2020

reg_fast_laplace

sequential_design

Engine to train the surrogate

surrogate_models

Implementation of metamodel as either PC, aPC or GPE